DocumentCode :
3169625
Title :
The economically designed control chart for short-run production based on Bayesian method
Author :
Zhang Pengwei ; Su Qin
Author_Institution :
Sch. of Manage., Xi´an Jiaotong Univ., Xi´an, China
fYear :
2011
fDate :
8-10 Aug. 2011
Firstpage :
4828
Lastpage :
4831
Abstract :
The paper presents an economic design of a bayesian chart for short-run production. Based on the static chart, we employ the bayesian method which uses sample information to update the information of the process, and the updated information is then combined with the inspection probabilistic model which is developed through the markov chain method to design the dynamic chart. The dynamic chart allows all three parameters, namely the sample interval, sample size and control limit location, to change during production. A direct search technique is applied to find the optimum parameters which minimize the expected cost function. Numerical examples illustrate that the dynamic chart has an overwhelming advantage over the static chart.
Keywords :
Markov processes; belief networks; control charts; probability; production control; search problems; Bayesian method; Markov chain method; cost function; direct search technique; economically designed control chart; inspection probabilistic model; short-run production; Bayesian methods; Control charts; Economics; Inspection; Markov processes; Process control; Bayesian method; Control chart; Operation management; Quality control;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Artificial Intelligence, Management Science and Electronic Commerce (AIMSEC), 2011 2nd International Conference on
Conference_Location :
Deng Leng
Print_ISBN :
978-1-4577-0535-9
Type :
conf
DOI :
10.1109/AIMSEC.2011.6010371
Filename :
6010371
Link To Document :
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